Gerenciamento da Infraestrutura de Comunicação baseado na Distribuição Gaussiana do Tempo de Contato entre Veículos e a Infraestrutura
Resumo
Seeking novel solutions for urban mobility seems paramount for 21st century society. This work discusses the performance of vehicular networks relying on the Delta Network. Delta characterizes the connectivity of the vehicular network by the percentage of travel time in which the vehicles are connected to the infrastructure. This work presents a novel deployment strategy based on the Gaussian distribution of the percentage of the trip duration in which vehicles are covered by the infrastructure. Roadside units are distributed throughout the urban area through a heuristic based on weights assigned according to the trips that are covered by the new roadside unit. The most important gain of this approach is that the resulting coverage pattern favors most of the fleet experiencing similar connectivity, while vehicles with very low or very high connectivity become the exception. The results demonstrate that the heuristic reaches its goal, promoting the distribution of percentage times of contact of vehicles with the infrastructure according to the Gaussian distribution.
Referências
Cataldi, P. and Harri, J. (2011). User/operator utility-based infrastructure deployment strategies for vehicular networks. In Vehicular Technology Conference (VTC Fall), 2011 IEEE, pages 1-5.
Chi, J., Jo, Y., Park, H., and Park, S. (2013). Intersection-priority based optimal rsu allocation for vanet. In Ubiquitous and Future Networks (ICUFN), 2013 Fifth International Conference on, pages 350-355.
Katzev, R. (2003). Car sharing: A new approach to urban transportation problems. Analyses of Social Issues and Public Policy, 3(1):65-86.
Lee, J. and Kim, C. (2010). A roadside unit placement scheme for vehicular telematics networks. In Kim, T.-h. and Adeli, H., editors, Advances in Computer Science and Information Technology, volume 6059 of Lecture Notes in Computer Science, pages 196-202. Springer Berlin Heidelberg.
Liu, Y., Niu, J., Ma, J., and Wang, W. (2013). File downloading oriented roadside units deployment for vehicular networks. Journal of Systems Architecture, 59(10, Part B):938 -946. Advanced Smart Vehicular Communication System and Applications.
Lozano-Perez, T. (2012). Autonomous robot vehicles. Springer Science & Business Media.
Pereira, L. A. A., Luciano, M. C., Mariz, L. L., Ramos, B. V., Pitangui, C. G., and Silva, C. M. (2018). Um modelo multiobjetivo para alocação de unidades de comunicação para distribuição de conteúdos em redes veiculares. Workshop de Gerência e Operação de Redes e Serviços (WGRS SBRC), 23.
Prospects, W. U. (2007). World urbanization prospects: The 2007 revision.
Sarubbi, J. F. M. and Silva, C. M. (2016). Delta-r: A novel and more economic strategy for allocating the roadside infrastructure in vehicular networks with guaranteed levels of performance. In NOMS 2016 -2016 IEEE/IFIP Network Operations and Management Symposium, pages 665-671.
Silva, C. M., Aquino, A. L. L., and Meira Jr., W. (2014). Design of roadside infrastructure for information dissemination in vehicular networks. In Network Operations and Management Symposium (NOMS), 2014 IEEE, pages 1-8.
Silva, C. M., Aquino, A. L. L., and Meira Jr, W. (2015a). Smart Traffic Light for Low Traffic Conditions. Mobile Networks and Applications, pages 1-9.
Silva, C. M., Aquino, A. L. L. A., and Meira, Jr, W. (2015b). Deployment of roadside units based on partial mobility information. Computer Communications, 60(0):28 -39.
Silva, C. M., Masini, B. M., Ferrari, G., and Thibault, I. (2017). A Survey on Infrastructure-Based Vehicular Networks. Mobile Information Systems, 2017, Article ID 6123868:28-56.
Silva, C. M. and Meira Jr, W. (2015). Design of roadside communication infrastructure with QoS guarantees. In 2015 IEEE Symposium on Computers and Communication (ISCC), pages 439-444.
Silva, C. M. and Meira Jr., W. (2015). Evaluating the Performance of Heterogeneous Vehicular Networks. In 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), pages 1-5.
Silva, C. M., Meira Jr., W., and Sarubbi, J. F. M. (2016). Non-intrusive planning the roadside infrastructure for vehicular networks. IEEE Transactions on Intelligent Transportation Systems, 17(4):938-947.
Silva, C. M., Silva, L. D., Santos, L. A. L., Sarubbi, J. F. M., and Pitsillides, A. (2018). Broadening understanding on managing the communication infrastructure in vehicular networks: Customizing the coverage using the delta network. Future Internet, 11(1).
Trullols, O., Fiore, M., Casetti, C., Chiasserini, C., and Ordinas, J. B. (2010). Planning roadside infrastructure for information dissemination in intelligent transportation systems. Computer Communications, 33(4):432 -442.
Uppoor, S., Trullols-Cruces, O., Fiore, M., and Barcelo-Ordinas, J. M. (2014). Generation and analysis of a large-scale urban vehicular mobility dataset. IEEE Transactions on Mobile Computing, 13(5):1061-1075.
Van Audenhove, F.-J., Korniichuk, O., Dauby, L., and Pourbaix, J. (2014). The Future of Urban Mobility 2.0: Imperatives to Shape Extended Mobility Ecosystems of Tomorrow.
Xie, B., Xia, G., Chen, Y., and Xu, M. (2013). Roadside infrastructure placement for information dissemination in urban its based on a probabilistic model. In Network and Parallel Computing, volume 8147 of Lecture Notes in Computer Science, pages 322-331. Springer Berlin Heidelberg.
Zheng, Z., Lu, Z., Sinha, P., and Kumar, S. (2010). Maximizing the contact opportunity for vehicular internet access. In INFOCOM, 2010 Proceedings IEEE, pages 1-9.
Zheng, Z., Sinha, P., and Kumar, S. (2009). Alpha coverage: Bounding the interconnection gap for vehicular internet access. In INFOCOM 2009, IEEE, pages 2831-2835.